import copy
import tempfile
import unittest

from huggingface_hub import HfFolder, delete_repo
from parameterized import parameterized
from requests.exceptions import HTTPError

from transformers import AutoConfig, GenerationConfig
from transformers.testing_utils import TOKEN, USER, is_staging_test
class SCREAMING_SNAKE_CASE_		(      unittest.TestCase		):







   @parameterized.expand([(None,), ("""foo.json""",)]				)
   def 						lowerCamelCase_	(     self						:						Optional[Any]   ,   lowerCamelCase_						:						Any				):





    """simple docstring"""


    UpperCamelCase			  =      GenerationConfig(
        do_sample=lowerCamelCase_   ,   temperature=0.7   ,   length_penalty=1.0   ,   bad_words_ids=[[1, 2, 3], [4, 5]]   ,   )
    with tempfile.TemporaryDirectory() as tmp_dir:
     config.save_pretrained(lowerCamelCase_   ,   config_name=lowerCamelCase_				)
     UpperCamelCase			  =      GenerationConfig.from_pretrained(lowerCamelCase_   ,   config_name=lowerCamelCase_				)

    # Checks parameters that were specified
    self.assertEqual(loaded_config.do_sample   ,   lowerCamelCase_				)
    self.assertEqual(loaded_config.temperature   ,   0.7				)
    self.assertEqual(loaded_config.length_penalty   ,   1.0				)
    self.assertEqual(loaded_config.bad_words_ids   ,   [[1, 2, 3], [4, 5]]				)

    # Checks parameters that were not specified (defaults)
    self.assertEqual(loaded_config.top_k   ,   50				)
    self.assertEqual(loaded_config.max_length   ,   20				)
    self.assertEqual(loaded_config.max_time   ,   lowerCamelCase_				)







   def 						lowerCamelCase_	(     self						:						List[Any]				):





    """simple docstring"""


    UpperCamelCase			  =      AutoConfig.from_pretrained("""gpt2"""				)
    UpperCamelCase			  =      GenerationConfig.from_model_config(lowerCamelCase_				)
    UpperCamelCase			  =      GenerationConfig()

    # The generation config has loaded a few non-default parameters from the model config
    self.assertNotEqual(lowerCamelCase_   ,   lowerCamelCase_				)

    # One of those parameters is eos_token_id -- check if it matches
    self.assertNotEqual(generation_config_from_model.eos_token_id   ,   default_generation_config.eos_token_id				)
    self.assertEqual(generation_config_from_model.eos_token_id   ,   model_config.eos_token_id				)







   def 						lowerCamelCase_	(     self						:						List[str]				):





    """simple docstring"""


    UpperCamelCase			  =      GenerationConfig()
    UpperCamelCase			  =      {
        """max_new_tokens""": 1024,
        """foo""": """bar""",
    }
    UpperCamelCase			  =      copy.deepcopy(lowerCamelCase_				)
    UpperCamelCase			  =      generation_config.update(**lowerCamelCase_				)

    # update_kwargs was not modified (no side effects)
    self.assertEqual(lowerCamelCase_   ,   lowerCamelCase_				)

    # update_kwargs was used to update the config on valid attributes
    self.assertEqual(generation_config.max_new_tokens   ,   1024				)

    # `.update()` returns a dictionary of unused kwargs
    self.assertEqual(lowerCamelCase_   ,   {"""foo""": """bar"""}				)







   def 						lowerCamelCase_	(     self						:						Dict				):





    """simple docstring"""


    UpperCamelCase			  =      GenerationConfig()
    UpperCamelCase			  =      """bar"""

    with tempfile.TemporaryDirectory("""test-generation-config"""				) as tmp_dir:
     generation_config.save_pretrained(lowerCamelCase_				)

     UpperCamelCase			  =      GenerationConfig.from_pretrained(lowerCamelCase_				)
    # update_kwargs was used to update the config on valid attributes
    self.assertEqual(new_config.foo   ,   """bar"""				)

    UpperCamelCase			  =      GenerationConfig.from_model_config(lowerCamelCase_				)
    assert not hasattr(lowerCamelCase_   ,   """foo"""				)  # no new kwargs should be initialized if from config







   def 						lowerCamelCase_	(     self						:						Any				):





    """simple docstring"""


    UpperCamelCase			  =      GenerationConfig()
    self.assertEqual(default_config.temperature   ,   1.0				)
    self.assertEqual(default_config.do_sample   ,   lowerCamelCase_				)
    self.assertEqual(default_config.num_beams   ,   1				)

    UpperCamelCase			  =      GenerationConfig(
        do_sample=lowerCamelCase_   ,   temperature=0.7   ,   length_penalty=1.0   ,   bad_words_ids=[[1, 2, 3], [4, 5]]   ,   )
    self.assertEqual(config.temperature   ,   0.7				)
    self.assertEqual(config.do_sample   ,   lowerCamelCase_				)
    self.assertEqual(config.num_beams   ,   1				)

    with tempfile.TemporaryDirectory() as tmp_dir:
     config.save_pretrained(lowerCamelCase_				)
     UpperCamelCase			  =      GenerationConfig.from_pretrained(lowerCamelCase_   ,   temperature=1.0				)

    self.assertEqual(loaded_config.temperature   ,   1.0				)
    self.assertEqual(loaded_config.do_sample   ,   lowerCamelCase_				)
    self.assertEqual(loaded_config.num_beams   ,   1				)  # default value





@is_staging_test
class SCREAMING_SNAKE_CASE_		(      unittest.TestCase		):







   @classmethod
   def 						lowerCamelCase_	(     cls						:						List[Any]				):





    """simple docstring"""


    UpperCamelCase			  =      TOKEN
    HfFolder.save_token(lowerCamelCase_				)







   @classmethod
   def 						lowerCamelCase_	(     cls						:						int				):





    """simple docstring"""


    try:
     delete_repo(token=cls._token   ,   repo_id="""test-generation-config"""				)
    except HTTPError:
     pass

    try:
     delete_repo(token=cls._token   ,   repo_id="""valid_org/test-generation-config-org"""				)
    except HTTPError:
     pass







   def 						lowerCamelCase_	(     self						:						List[str]				):





    """simple docstring"""


    UpperCamelCase			  =      GenerationConfig(
        do_sample=lowerCamelCase_   ,   temperature=0.7   ,   length_penalty=1.0   ,   )
    config.push_to_hub("""test-generation-config"""   ,   use_auth_token=self._token				)

    UpperCamelCase			  =      GenerationConfig.from_pretrained(f"""{USER}/test-generation-config"""				)
    for k, v in config.to_dict().items():
     if k != "transformers_version":
      self.assertEqual(lowerCamelCase_   ,   getattr(lowerCamelCase_   ,   lowerCamelCase_				)				)

        # Reset repo
    delete_repo(token=self._token   ,   repo_id="""test-generation-config"""				)

    # Push to hub via save_pretrained
    with tempfile.TemporaryDirectory() as tmp_dir:
     config.save_pretrained(
         lowerCamelCase_   ,   repo_id="""test-generation-config"""   ,   push_to_hub=lowerCamelCase_   ,   use_auth_token=self._token				)

    UpperCamelCase			  =      GenerationConfig.from_pretrained(f"""{USER}/test-generation-config"""				)
    for k, v in config.to_dict().items():
     if k != "transformers_version":
      self.assertEqual(lowerCamelCase_   ,   getattr(lowerCamelCase_   ,   lowerCamelCase_				)				)







   def 						lowerCamelCase_	(     self						:						str				):





    """simple docstring"""


    UpperCamelCase			  =      GenerationConfig(
        do_sample=lowerCamelCase_   ,   temperature=0.7   ,   length_penalty=1.0   ,   )
    config.push_to_hub("""valid_org/test-generation-config-org"""   ,   use_auth_token=self._token				)

    UpperCamelCase			  =      GenerationConfig.from_pretrained("""valid_org/test-generation-config-org"""				)
    for k, v in config.to_dict().items():
     if k != "transformers_version":
      self.assertEqual(lowerCamelCase_   ,   getattr(lowerCamelCase_   ,   lowerCamelCase_				)				)

        # Reset repo
    delete_repo(token=self._token   ,   repo_id="""valid_org/test-generation-config-org"""				)

    # Push to hub via save_pretrained
    with tempfile.TemporaryDirectory() as tmp_dir:
     config.save_pretrained(
         lowerCamelCase_   ,   repo_id="""valid_org/test-generation-config-org"""   ,   push_to_hub=lowerCamelCase_   ,   use_auth_token=self._token				)

    UpperCamelCase			  =      GenerationConfig.from_pretrained("""valid_org/test-generation-config-org"""				)
    for k, v in config.to_dict().items():
     if k != "transformers_version":
      self.assertEqual(lowerCamelCase_   ,   getattr(lowerCamelCase_   ,   lowerCamelCase_				)				)

from __future__ import annotations
class SCREAMING_SNAKE_CASE_		:







   def __init__(     self						:						Dict   ,   lowerCamelCase_						:						str   ,   lowerCamelCase_						:						str				):





    """simple docstring"""


    UpperCamelCase  ,     UpperCamelCase			  =      text, pattern
    UpperCamelCase  ,     UpperCamelCase			  =      len(lowerCamelCase_				), len(lowerCamelCase_				)







   def 						lowerCamelCase_	(     self						:						List[Any]   ,   lowerCamelCase_						:						str				):





    """simple docstring"""


    for i in range(self.patLen - 1   ,   -1   ,   -1				):
     if char == self.pattern[i]:
      return i
    return -1







   def 						lowerCamelCase_	(     self						:						Union[str, Any]   ,   lowerCamelCase_						:						int				):





    """simple docstring"""


    for i in range(self.patLen - 1   ,   -1   ,   -1				):
     if self.pattern[i] != self.text[current_pos + i]:
      return current_pos + i
    return -1







   def 						lowerCamelCase_	(     self						:						Union[str, Any]				):





    """simple docstring"""


    UpperCamelCase			  =      []
    for i in range(self.textLen - self.patLen + 1				):
     UpperCamelCase			  =      self.mismatch_in_text(lowerCamelCase_				)
     if mismatch_index == -1:
      positions.append(lowerCamelCase_				)
     else:
      UpperCamelCase			  =      self.match_in_pattern(self.text[mismatch_index]				)
      UpperCamelCase			  =      (
          mismatch_index - match_index
      )  # shifting index lgtm [py/multiple-definition]
    return positions





_SCREAMING_SNAKE_CASE 		=      """ABAABA"""
_SCREAMING_SNAKE_CASE 		=      """AB"""
_SCREAMING_SNAKE_CASE 		=      BoyerMooreSearch(text, pattern)
_SCREAMING_SNAKE_CASE 		=      bms.bad_character_heuristic()

if len(positions) == 0:
     print("""No match found""")
else:
     print("""Pattern found in following positions: """)
     print(positions)
